Arsenal FC Data Analysis¶
This document provides an analysis of Arsenal FC's match results by season. It includes a stacked bar chart that visualizes the number of wins, draws, and losses for Arsenal across different seasons. The data used for this analysis is sourced from the "Arsenal_EPL_dataset," which contains information about Arsenal matches from the 2017/18 season up to 28.02.2023.
Analysis Details¶
The stacked bar chart displays the following information:
- Wins: The number of matches won by Arsenal in each season.
- Draws: The number of matches that ended in a draw for each season.
- Losses: The number of matches lost by Arsenal in each season.
This analysis aims to provide insights into Arsenal's performance in different seasons, allowing fans and analysts to better understand the club's historical record.
Author: Majestic Coding
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import pandas as pd
from IPython.display import display, HTML
from ydata_profiling import ProfileReport
from ipywidgets import interact, widgets
# Load the "players" and "matches" datasets
players_df = pd.read_csv('players.csv')
matches_df = pd.read_csv('matches.csv')
# Create profile reports for both datasets with an empty configuration file
players_profile = ProfileReport(players_df, title='Players Dataset EDA', config_file='empty_config.json')
matches_profile = ProfileReport(matches_df, title='Matches Dataset EDA', config_file='empty_config.json')
Players
players_profile
Matches
matches_profile